Image Ranker with MapReduce

Image labeling done with GCP Vision API
Custom MapReduce framework with AWS instances and Java's ExecutorService interface

Enter your own image URLs and keywords, or press the 'Prefill fields' button to populate the fields with pre-set values.
Enter image URLs and keywords and press either the 'Single-threaded Approach' or the 'Multithreaded Approach' buttons to rank each image based on its relevance to your keywords. Keep in mind the single-threaded approach can take up to 20 seconds on the prefilled option!

A relevance score of -1 means that Google Cloud Platform was unable to properly label the image.

For more information on the design of the custom MapReduce see schematics here.








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